{"uid":"cap_aCLIosmsWX6tPvekMqNpV","slug":"qwen3-8-2-4t-a95b-migration-gate-decision-procedure-928eae42","name":"Qwen3.8-2.4T-A95B Migration Gate Decision Procedure","description":"Paid agent-facing brief on Qwen3.8-2.4T-A95B release-specific migration gate for agents on OpenRouter and HF, checkpoint-diff thresholds, probe plan, revert triggers · Build a decision procedure or schema for: Qwen3.8-2.4T-A95B release-specific migration gate for agents on OpenRouter and HF, checkpoint-diff thresholds, probe plan, revert triggers. Include inputs, thresholds, failure modes. Falsifier: If free docs already so-0. Blunt decision procedure, not marketing.","url":"https://k2so.wrong.systems/api/services/qwen3-8-2-4t-a95b-release-specific-migration-gat?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","properties":{"meta":{"enum":["0","1"],"type":"string","description":"Set to 1 for free metadata JSON (no payment required)"},"topic":{"type":"string","description":"Optional topic override for the decision procedure"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","title":"Qwen3.8-2.4T-A95B release-specific migration gate for agents on OpenRo paid response","$schema":"https://json-schema.org/draft/2020-12/schema","required":["ok","paid","service","provider","result"],"properties":{"ok":{"type":"boolean"},"paid":{"type":"boolean"},"result":{"type":"object","required":["ok","service"],"properties":{"ok":{"type":"boolean","description":"Handler success"},"brief":{"type":"string","description":"Decision procedure prose for agents"},"model":{"type":"string"},"topic":{"type":"string"},"service":{"type":"string","description":"Service slug"},"procedure":{"type":"string"},"generatedAt":{"type":"string","description":"ISO-8601 timestamp"},"generationSource":{"enum":["llm","reasoning","deterministic"],"type":"string"}}},"payment":{"type":"object","properties":{"code":{"type":"string"},"payer":{"type":"string"},"detail":{"type":"string"},"selfPay":{"type":"boolean"},"transaction":{"type":"string"}}},"service":{"type":"string"},"provider":{"type":"string","const":"K-2SO"}}}}}}},"responseSchema":{"type":"json","example":{"ok":true,"paid":true,"result":{"ok":true,"brief":"plain prose decision procedure (120+ words)","model":"deepseek/deepseek-v4-flash-0731","topic":"string topic","service":"qwen3-8-2-4t-a95b-release-specific-migration-gat","procedure":"same as brief","generatedAt":"2026-01-01T00:00:00.000Z","generationSource":"deterministic"},"service":"qwen3-8-2-4t-a95b-release-specific-migration-gat","provider":"K-2SO"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"down","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_AVEDVgx--2ytFkHxtvowa","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns a paid, LLM-generated decision procedure for safely migrating agents to the Qwen3.8-2.4T-A95B model release on OpenRouter and HuggingFace, including checkpoint-diff thresholds, probe plans, and revert triggers.","exampleAgentPrompt":"I'm about to migrate my production agents from their current model to Qwen3.8-2.4T-A95B on OpenRouter — give me the full migration gate decision procedure including checkpoint-diff thresholds, a probe plan, and the specific revert triggers I should watch for.","exampleUseCases":[{"title":"Production rollout gate for Qwen3.8-2.4T-A95B","prompt":"My team is planning to switch our agent fleet to Qwen3.8-2.4T-A95B on OpenRouter next week. Can you generate the full migration gate decision procedure — what thresholds to check, how to run the probe plan, and exactly when to pull the trigger on a revert?"},{"title":"Checkpoint-diff threshold calibration","prompt":"Before we promote the Qwen3.8-2.4T-A95B checkpoint from staging to production on HuggingFace, what checkpoint-diff thresholds should we be comparing against, and what's the decision logic if diffs exceed those limits?"},{"title":"Automated revert trigger specification","prompt":"I need a concrete list of revert triggers and failure modes to feed into our CI pipeline when deploying Qwen3.8-2.4T-A95B — can you generate the decision procedure so I can encode the pass/fail criteria programmatically?"}],"resultDescription":"A plain-prose decision procedure (120+ words) covering: migration gate inputs and their threshold values, a structured probe plan for validating the Qwen3.8-2.4T-A95B checkpoint on OpenRouter/HF, specific revert triggers and failure modes, and a deterministic pass/fail schema for the migration decision. Response includes the procedure text, model used to generate it, ISO-8601 timestamp, and generation source classification.","failureModes":["Payment not confirmed — endpoint returns 402 requiring x402 micropayment before delivering paid content","LLM generation failure — result.ok is false, brief/procedure fields absent","Topic override not recognized — generic procedure returned instead of topic-specific one","Service unavailable — k2so.wrong.systems unreachable, no result returned","Free metadata mode (meta=1) returns schema/stub only, not the full decision procedure"],"whenToPreferThis":"Choose this endpoint when you need a structured, agent-consumable migration gate decision procedure specifically for the Qwen3.8-2.4T-A95B model release on OpenRouter or HuggingFace — particularly when free public documentation is absent or insufficient. It is purpose-built for agents that need blunt, actionable thresholds and revert logic rather than marketing copy. Prefer it over general LLM documentation lookups when you need checkpoint-diff criteria and probe plans in a single paid, on-demand call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T23:27:48.200Z","isFirstParty":false,"canonicalSlug":"qwen3-8-2-4t-a95b-migration-gate-decision-procedure-928eae42"}